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- ArticleNovember 2024
Tokenize Anything via Prompting
AbstractWe present a unified, promptable model capable of simultaneously segmenting, recognizing, and captioning anything. Unlike SAM, we aim to build a versatile region representation in the wild via visual prompting. To achieve this, we train a ...
- research-articleNovember 2022
Improving deep learning on point cloud by maximizing mutual information across layers
Highlights- A novel MMI-based method is proposed for improving learning the point cloud representation without additional data augmentation.
It is a fundamental and vital task to enhance the perception capability of the point cloud learning network in 3D machine vision applications. Most existing methods utilize feature fusion and geometric transformation to improve point ...
- ArticleOctober 2022
Spike Transformer: Monocular Depth Estimation for Spiking Camera
AbstractSpiking camera is a bio-inspired vision sensor that mimics the sampling mechanism of the primate fovea, which has shown great potential for capturing high-speed dynamic scenes with a sampling rate of 40,000 Hz. Unlike conventional digital cameras, ...
- research-articleJanuary 2022
Cultural Cognition and Analytical Methods of Chinese and Korean Envoys in Ming Dynasty Based on Big Data Analysis Technology
During the Ming Dynasty, China and Korea exchanged frequently and recorded a large amount of written information, which is of great value for understanding the culture of that time. The large amount of data makes it difficult to conduct quantitative ...
- research-articleDecember 2021
Object pose estimation for robot loading in accommodation space using alpha-shape algorithm
Soft Computing - A Fusion of Foundations, Methodologies and Applications (SOFC), Volume 25, Issue 23Pages 14619–14628https://doi.org/10.1007/s00500-021-06237-8AbstractRobots with visual sensors have been used in various goods logistics, such as bin picking or uploading. However, there are more and more demands for the automatic blanking and loading, and it is necessary to solve the problem of object pose ...
- research-articleAugust 2021
Automatic representation and detection of fault bearings in in-wheel motors under variable load conditions
Advanced Engineering Informatics (ADEI), Volume 49, Issue Chttps://doi.org/10.1016/j.aei.2021.101321AbstractThe wear fault of the inner and outer race of bearing in an in-wheel motor is vital as the performance of bearing effects the transmission efficiency. Unlike the commonly used vibration analysis-based monitoring methods, the ...
- research-articleJanuary 2020
The Impact of International Research Collaboration Network Evolution on Chinese Business School Research Quality
The University of Texas at Dallas has proposed 24 top journals (UTD24) covering all areas related to management. UTD24 are currently the most authoritative management journals. Institutions or research scholars who have published papers in these ...